Table 6. Ablation study.
| Dataset | Method | Overall accuracy | Mean F1-Score | mIoU |
|---|---|---|---|---|
| LoveDA | Baseline | 94.79 | 75.77 | 63.24 |
| Baseline + ASPP | 95.21 | 76.14 | 63.79 | |
| Baseline + OAM | 95.29 | 77.02 | 64.79 | |
| Baseline + ASPP + OAM | 95.42 | 77.41 | 65.27 | |
| CITY_OSM | Baseline | 90.19 | 84.82 | 73.70 |
| Baseline + ASPP | 90.36 | 85.11 | 74.12 | |
| Baseline + OAM | 90.32 | 85.03 | 74.00 | |
| Baseline + ASPP + OAM | 90.49 | 85.28 | 74.39 |
Notes.
Bold values represent the best performance indicators.